AI-LABThis repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥
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ROS-Object-Detection-2Dto3D-RealsenseD435Use the Intel D435 real-sensing camera to realize object detection based on the Yolov3-5 framework under the Opencv DNN(old version)/TersorRT(now) by ROS-melodic.Real-time display of the Pointcloud in the camera coordinate system.
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DeepdetectDeep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
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tensorrt-examplesTensorRT Examples (TensorRT, Jetson Nano, Python, C++)
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Scaled-YOLOv4-TensorRTGot 100fps on TX2. Got 500fps on GeForce GTX 1660 Ti. If the project is useful to you, please Star it.
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deepvacPyTorch Project Specification.
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FAST-Pathology⚡ Open-source software for deep learning-based digital pathology
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Tensorflow Yolov4 TfliteYOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
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onnx2tensorRttensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version
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trt pose handReal-time hand pose estimation and gesture classification using TensorRT
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ros-yolo-sortYOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)
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tensorRT ProC++ library based on tensorrt integration
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TengineTengine is a lite, high performance, modular inference engine for embedded device
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TensorrtxImplementation of popular deep learning networks with TensorRT network definition API
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yolov5 tensorrtThis is the implementation that supports yolov5s, yolov5m, yolov5l, yolov5x.
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watsorObject detection for video surveillance
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TensorrtTensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
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flexible-yolov5More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam,dcn and so on), and tensorrt
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deepstream tao appsSample apps to demonstrate how to deploy models trained with TAO on DeepStream
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mediapipe plusThe purpose of this project is to apply mediapipe to more AI chips.
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yolov5 deepsort tensorrt cppThis repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.
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TensorRT CV🚀🚀🚀NVIDIA TensorRT 加速推断教程!
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TensorRT-LPR车牌识别,基于HyperLPR实现,修改模型调用方法,使用caffe+tensorRT实现GPU加速,修改了车牌检测模型
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pnnpnn is Darknet compatible neural nets inference engine implemented in Rust.
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Deepstream ProjectThis is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.
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TnnTNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and …
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InferenceHelperC++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow
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mtomoMultiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.
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YOLOXYOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
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Torch2trtAn easy to use PyTorch to TensorRT converter
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vs-mlrtEfficient ML Filter Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2, and Real-CUGAN)
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yolov4-triton-tensorrtThis repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server
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BerrynetDeep learning gateway on Raspberry Pi and other edge devices
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InsightFace-RESTInsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.
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YOLOv5-Lite🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
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Jetson InferenceHello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
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libdeepvacUse PyTorch model in C++ project
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Pytorch Yolov4PyTorch ,ONNX and TensorRT implementation of YOLOv4
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MutualGuideLocalize to Classify and Classify to Localize: Mutual Guidance in Object Detection
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self-driving-ish computer vision systemThis project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT
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yolov4 trt rosYOLOv4 object detector using TensorRT engine
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isaac ros dnn inferenceHardware-accelerated DNN model inference ROS2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU
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Torch-TensorRTPyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
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